ZygoteRules

JuliaHub·Source·Documentation

Last updated: Oct 9, 2026

Cumulative

Downloads last 30 days: 123,542
Downloads last week: 22,818
Downloads last day: 6,365
Downloads last 30 days: 123,542
Downloads last week: 22,818
Downloads last day: 6,365

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

4 packages (2 direct, 2 transitive)

Package	Depth ↑	Downloads ↓
MacroTools	Direct	711,869
ChainRulesCore	Direct	456,465
Compat	Depth 2	823,824
TOML	Depth 3	9,483

Dependents

100 packages (15 direct, 85 transitive) · 153,404 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Zygote	Direct	90,334
DistributionsAD	Direct	8,845
DiffEqSensitivity	Direct	2,198
DiffEqGPU	Direct	706
BAT	Direct	454
Quadrature	Direct	353
ScatterNNlib	Direct	218
AbstractNeuralNetworks	Direct	198
SciMLExpectations	Direct	168
SliceMap	Direct	124
ArrayAllez	Direct	38
Torch	Direct	7
BliContractor	Direct	3
NamedPlus	Direct	0
SpectralDistances	Direct	0
Flux	Depth 2	28,025
SciMLSensitivity	Depth 2	6,244
PEPSKit	Depth 2	4,695
TNRKit	Depth 2	1,370
Surrogates	Depth 2	677
NonconvexCore	Depth 2	608
NeuralPDE	Depth 2	529
ReinforcementLearningZoo	Depth 2	453
LuxTestUtils	Depth 2	430
NonconvexUtils	Depth 2	404
NonconvexMMA	Depth 2	366
Sleipnir	Depth 2	317
FluxTraining	Depth 2	300
LaplaceRedux	Depth 2	246
NonconvexIpopt	Depth 2	242
BetaML	Depth 2	228
MagNav	Depth 2	195
Octofitter	Depth 2	169
FluxOptTools	Depth 2	164
SymbolicNeuralNetworks	Depth 2	137
NonconvexNLopt	Depth 2	132
CMBLensing	Depth 2	124
TeneT	Depth 2	124
RobustNeuralNetworks	Depth 2	122
NonconvexJuniper	Depth 2	120
GridapTopOpt	Depth 2	115
CounterfactualExplanations	Depth 2	110
TransportBasedInference	Depth 2	109
Crux	Depth 2	104
GfPEPS	Depth 2	103
ArrayPadding	Depth 2	100
JointEnergyModels	Depth 2	98
Transformers	Depth 2	97
Jello	Depth 2	95
ConditionalDists	Depth 2	94
NeuralNetDiffEq	Depth 2	94
DeconvOptim	Depth 2	92
WaveOpticsPropagation	Depth 2	84
ApplicationDrivenLearning	Depth 2	83
ACEpotentials	Depth 2	75
AugmentedGaussianProcesses	Depth 2	73
QuanEstimationBase	Depth 2	68
GeometricMachineLearning	Depth 2	68
TopOpt	Depth 2	66
MixedComplementarityProblems	Depth 2	64
Flux3D	Depth 2	62
DecisionRules	Depth 2	61
GraphNetCore	Depth 2	54
TextModels	Depth 2	53
GenerativeModels	Depth 2	52
EasyModelAnalysis	Depth 2	52
DifferentiableBackwardEuler	Depth 2	51
SeaPearl	Depth 2	50
MacroEnergyTimeReduction	Depth 2	50
HighDimPDE	Depth 2	50
SignalTemporalLogic	Depth 2	49
GeneExpressionProgramming	Depth 2	46
Solaris	Depth 2	45
AutoEncoderToolkit	Depth 2	45
FinancialMonteCarlo	Depth 2	45
Nevanlinna	Depth 2	44
DPFEHM	Depth 2	43
TASOPT	Depth 2	41
MeshGraphNets	Depth 2	40
PDMPFlux	Depth 2	40
WeightedArrays	Depth 2	38
MonotoneSplines	Depth 2	37
EasyHybrid	Depth 2	37
Newtrinos	Depth 2	35
ParallelParticleSwarms	Depth 2	35
Opal	Depth 2	35
Qaintellect	Depth 2	34
DynamicsKit	Depth 2	30
MLJGaussianProcesses	Depth 2	29
AstroNbodySim	Depth 2	27
DiffFusion	Depth 2	27
NonlinearIntegrators	Depth 2	27
StochasticGene	Depth 2	26
MCPhylo	Depth 2	25
DeepCompartmentModels	Depth 2	23
RelevancePropagation	Depth 2	23
QuadratureCuba	Depth 2	22
RayTracer	Depth 2	21
BigO	Depth 2	21
ODINN	Depth 2	20